{"id":35699316,"url":"https://github.com/rmedranollamas/research-cli","last_synced_at":"2026-03-03T10:02:16.602Z","repository":{"id":331969777,"uuid":"1126435181","full_name":"rmedranollamas/research-cli","owner":"rmedranollamas","description":"Gemini Deep Research Agent CLI","archived":false,"fork":false,"pushed_at":"2026-02-16T18:35:05.000Z","size":207,"stargazers_count":12,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-02-16T18:57:46.076Z","etag":null,"topics":["deep-research","gemini-cli","gemini-cli-extension","gemini-extension","research-agent"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/rmedranollamas.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-01-01T22:52:43.000Z","updated_at":"2026-02-16T18:35:04.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/rmedranollamas/research-cli","commit_stats":null,"previous_names":["rmedranollamas/research-cli"],"tags_count":44,"template":false,"template_full_name":null,"purl":"pkg:github/rmedranollamas/research-cli","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rmedranollamas%2Fresearch-cli","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rmedranollamas%2Fresearch-cli/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rmedranollamas%2Fresearch-cli/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rmedranollamas%2Fresearch-cli/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/rmedranollamas","download_url":"https://codeload.github.com/rmedranollamas/research-cli/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rmedranollamas%2Fresearch-cli/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29679049,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-21T09:33:50.764Z","status":"ssl_error","status_checked_at":"2026-02-21T09:33:19.949Z","response_time":107,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-research","gemini-cli","gemini-cli-extension","gemini-extension","research-agent"],"created_at":"2026-01-06T01:11:50.876Z","updated_at":"2026-02-28T16:02:38.204Z","avatar_url":"https://github.com/rmedranollamas.png","language":"Python","readme":"# Research CLI\n\nStateless CLI for Gemini Deep Research.\n\nRefer to the [Instruction Manual](MANUAL.md) for detailed setup and usage guides.\n\n## Installation\n\n### As a Gemini CLI Extension (Recommended)\n\nThis is the fastest and most efficient way to install the tool. The Gemini CLI will automatically fetch the optimized, platform-specific binary from our latest release.\n\n```bash\ngemini extensions install rmedranollamas/research-cli\n```\n\n### Quick Install (Stand-alone Binary)\n\nAlternatively, you can use the installation script to download and verify the stand-alone binary:\n\n```bash\ncurl -fsSL -o install.sh https://raw.githubusercontent.com/rmedranollamas/research-cli/main/install.sh\n# Review the script's contents\nless install.sh\nchmod +x install.sh\n./install.sh\n```\n\n### From Source\n\nEnsure you have `uv` installed, then sync the project:\n\n```bash\nuv sync\n```\n\n## Usage\n\nSet your `RESEARCH_GEMINI_API_KEY` and run a research task:\n\n```bash\nexport RESEARCH_GEMINI_API_KEY=\"your-api-key\"\nresearch run \"How does quantum entanglement work?\"\n```\n\nIf running from source:\n\n```bash\nuv run research run \"How does quantum entanglement work?\"\n```\n\n### Key Commands\n\n- **Deep Research**: `research run \"query\"` - Multi-step, long-running research.\n- **Fast Search**: `research search \"query\"` - Quick, grounded answers using `gemini-2.0-flash`.\n- **Status**: `research status \u003cinteraction_id\u003e` - Check progress of a background task.\n- **Image Generation**: `research generate-image \"prompt\" -o robot.png` - Generate AI images.\n- **List Tasks**: `research list` - View recent task history.\n- **Show Task**: `research show \u003cID\u003e` - Display a specific report from history.\n\n### Context \u0026 Options\n\n- **Files**: `--file path/to/file.pdf` - Use local files as context.\n- **URLs**: `--url https://example.com` - Use web pages as context.\n- **Verbose**: `-v` or `--verbose` - See the agent's real-time \"thoughts\" and reasoning.\n- **Thinking**: `--thinking [minimal|low|medium|high]` - Control reasoning depth (on supported models).\n\n## Configuration\n\nThe CLI can be configured via environment variables:\n\n- `RESEARCH_GEMINI_API_KEY`: (Required) Your Google Gemini API key.\n- `RESEARCH_MODEL`: Gemini model for research (default: `deep-research-pro-preview-12-2025`).\n- `RESEARCH_DB_PATH`: Path to the SQLite history database (default: `~/.research-cli/history.db`).\n- `RESEARCH_POLL_INTERVAL`: Maximum interval in seconds for polling interaction status (default: `10`).\n- `RESEARCH_MCP_SERVERS`: Comma-separated list of MCP server URLs for extended tool use.\n- `GEMINI_API_BASE_URL`: Optional custom base URL for the Gemini API.\n\n## Agent Skill\n\nA [specification-compliant](https://agentskills.io/) agent skill is included in `skills/gemini-research/`. This allows AI agents to learn how to interact with this CLI autonomously.\n\n## Development\n\n- **Linting \u0026 Fixing**: `uv run ruff check . --fix`\n- **Formatting**: `uv run ruff format .`\n- **Testing**: `uv run pytest tests/`\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frmedranollamas%2Fresearch-cli","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frmedranollamas%2Fresearch-cli","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frmedranollamas%2Fresearch-cli/lists"}